Guided Onboarding
85.3% onboarding completion · 25.8% to first curated match
Guided Onboarding
Guided onboarding for new users
Document Viewer
25% smaller downloads · under 3s to first view
Document Viewer
Faster access to construction documents
Search Assist
Rollout gated on quality thresholds, not calendar
Search Assist
Natural language search over filters
Applied Filters
3 of 8 gaps were functional, not cosmetic
Applied Filters
Checking what shipped against what was designed